Study Azure AZ-204 App Insights: key concepts, common traps, and exam decision cues.
This lesson covers the monitoring lane Microsoft explicitly calls out in the current skills measured. AZ-204 expects you to know how metrics, logs, traces, availability tests, and alerts help you prove what is broken before you change the application.
Availability test: Synthetic check that verifies whether an application endpoint stays reachable and responsive.
Trace: Request-level execution history that helps explain where time was spent or where failure occurred.
AZ-204 is checking whether you can pick the right signal before you start changing code:
| Need | Strongest first lane | Why it fits |
|---|---|---|
| Prove whether an endpoint is reachable on a schedule | Availability test | Synthetic outside-in validation |
| See request path and dependency timing | Trace data | Execution-flow visibility |
| See counts, latency trends, and threshold breaches | Metrics | Trend and alert lane |
| Investigate specific event records or failures | Logs | Record-level troubleshooting |
| Notify the team when a condition crosses a threshold | Alert rule | Operational response trigger |
| If the question says | Think first about |
|---|---|
| p95 latency, request rate, CPU trend, threshold, chart, signal over time | Metrics |
| exception text, event record, individual failures, query of concrete records | Logs |
| request path, dependency chain, where time was spent | Traces |
| synthetic ping or web test from outside the app | Availability test |
flowchart LR
A["Something looks wrong in production"] --> B{"What do you need first?"}
B -->|Trend or threshold| C["Metrics"]
B -->|Concrete event records| D["Logs"]
B -->|Request path and dependency timing| E["Traces"]
B -->|Outside-in endpoint reachability| F["Availability test"]
C --> G["Alert rule if action is needed"]
D --> G
E --> G
F --> G
| Trap | Better reading |
|---|---|
| “Everything observable is basically logs.” | Metrics, logs, and traces answer different questions. |
| “Availability tests replace traces.” | Availability tests prove reachability; traces explain request flow once traffic is inside. |
| “Alerts are the data source.” | Alerts are the response layer on top of metrics, logs, or tests. |
| “If latency is high, start by changing code.” | First prove whether the problem is trend, dependency, or availability. |
An application team sees intermittent failures. They need to know whether the public endpoint is reachable, whether latency is trending up over time, and where time is spent when a request calls downstream services.
The strongest first reading is:
Correct answer: 1. The problem explicitly splits into synthetic reachability, trend analysis, and request-flow analysis.